ATE441146T1 - RANDOM NUMBER GENERATION ACCORDING TO RANDOM DISTRIBUTION TEST USING AUTOCORRELATION - Google Patents

RANDOM NUMBER GENERATION ACCORDING TO RANDOM DISTRIBUTION TEST USING AUTOCORRELATION

Info

Publication number
ATE441146T1
ATE441146T1 AT03701647T AT03701647T ATE441146T1 AT E441146 T1 ATE441146 T1 AT E441146T1 AT 03701647 T AT03701647 T AT 03701647T AT 03701647 T AT03701647 T AT 03701647T AT E441146 T1 ATE441146 T1 AT E441146T1
Authority
AT
Austria
Prior art keywords
random
random numbers
generated
autocorrelation
stored
Prior art date
Application number
AT03701647T
Other languages
German (de)
Inventor
Laszlo Hars
Original Assignee
Nxp Bv
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Nxp Bv filed Critical Nxp Bv
Application granted granted Critical
Publication of ATE441146T1 publication Critical patent/ATE441146T1/en

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F7/00—Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G06F7/58—Random or pseudo-random number generators
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Operations Research (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Algebra (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Tests Of Electronic Circuits (AREA)
  • Complex Calculations (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)
  • Absorbent Articles And Supports Therefor (AREA)
  • Investigating Strength Of Materials By Application Of Mechanical Stress (AREA)
  • Eye Examination Apparatus (AREA)
  • Testing, Inspecting, Measuring Of Stereoscopic Televisions And Televisions (AREA)
  • Pinball Game Machines (AREA)

Abstract

A method and apparatus for testing the random numbers generated by a random number generator in real time. As a series of random numbers are generated, a plurality of the last numbers are stored, then the stored random numbers are shifted by predetermined amounts to obtain a special kind of dot product of bit sequences between the stored random numbers and the shifted random numbers. The average autocorrelation values are computed each time a new random bit is generated. Thereafter, it is determined whether the generated random numbers are not sufficiently random by comparing the average autocorrelation values to predetermined acceptance ranges.
AT03701647T 2002-02-21 2003-02-03 RANDOM NUMBER GENERATION ACCORDING TO RANDOM DISTRIBUTION TEST USING AUTOCORRELATION ATE441146T1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US10/081,896 US6947960B2 (en) 2002-02-21 2002-02-21 Randomness test utilizing auto-correlation
PCT/IB2003/000359 WO2003071415A2 (en) 2002-02-21 2003-02-03 Randomness test utilizing auto-correlation

Publications (1)

Publication Number Publication Date
ATE441146T1 true ATE441146T1 (en) 2009-09-15

Family

ID=27733313

Family Applications (1)

Application Number Title Priority Date Filing Date
AT03701647T ATE441146T1 (en) 2002-02-21 2003-02-03 RANDOM NUMBER GENERATION ACCORDING TO RANDOM DISTRIBUTION TEST USING AUTOCORRELATION

Country Status (8)

Country Link
US (1) US6947960B2 (en)
EP (1) EP1479000B1 (en)
JP (1) JP2005518046A (en)
CN (1) CN100480988C (en)
AT (1) ATE441146T1 (en)
AU (1) AU2003202736A1 (en)
DE (1) DE60328965D1 (en)
WO (1) WO2003071415A2 (en)

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US7136991B2 (en) * 2001-11-20 2006-11-14 Henry G Glenn Microprocessor including random number generator supporting operating system-independent multitasking operation
US7149764B2 (en) 2002-11-21 2006-12-12 Ip-First, Llc Random number generator bit string filter
US7219112B2 (en) * 2001-11-20 2007-05-15 Ip-First, Llc Microprocessor with instruction translator for translating an instruction for storing random data bytes
US20060064448A1 (en) * 2001-11-20 2006-03-23 Ip-First, Llc. Continuous multi-buffering random number generator
US7139785B2 (en) * 2003-02-11 2006-11-21 Ip-First, Llc Apparatus and method for reducing sequential bit correlation in a random number generator
US7505588B2 (en) * 2004-03-31 2009-03-17 Microsoft Corporation Stream cipher design with revolving buffers
US7876866B1 (en) * 2005-01-27 2011-01-25 Pmc-Sierra Us, Inc. Data subset selection algorithm for reducing data-pattern autocorrelations
JP4413858B2 (en) * 2005-12-13 2010-02-10 株式会社東芝 Random number test circuit
US20070180411A1 (en) * 2006-01-27 2007-08-02 Wolfgang Swegat Method and apparatus for comparing semiconductor-related technical systems characterized by statistical data
KR20090012528A (en) * 2007-07-30 2009-02-04 삼성전자주식회사 Method and apparatus for autonomous online test of random number generator
US8676870B2 (en) * 2007-09-18 2014-03-18 Seagate Technology Llc Active test and alteration of sample times for a ring based random number generator
US8805905B2 (en) * 2007-09-18 2014-08-12 Seagate Technology Llc On-line randomness test for restart random number generators
US8200727B2 (en) * 2008-02-14 2012-06-12 Apple Inc. Method and apparatus for verifying and diversifying randomness
US9594541B2 (en) * 2009-01-06 2017-03-14 Inside Secure System and method for detecting FRO locking
US8583711B2 (en) * 2009-12-02 2013-11-12 Seagate Technology Llc Random number generation system with ring oscillators
US8635260B2 (en) * 2009-12-02 2014-01-21 Seagate Technology Llc Random number generator incorporating channel filter coefficients
KR101818445B1 (en) * 2011-07-08 2018-01-16 삼성전자주식회사 Memory controller, method thereof, and electronic devices having the memory controller
US9049232B2 (en) 2013-02-28 2015-06-02 Amazon Technologies, Inc. Configurable-quality random data service
US9819727B2 (en) 2013-02-28 2017-11-14 Amazon Technologies, Inc. Computing infrastructure for configurable-quality random data
US10116441B1 (en) 2015-06-11 2018-10-30 Amazon Technologies, Inc. Enhanced-security random data
KR20180055299A (en) 2016-11-16 2018-05-25 삼성전자주식회사 Apparatus and method of randomness test for random number generator
CN107239256A (en) * 2016-12-27 2017-10-10 中国福利彩票发行管理中心 The randomness detecting method of lottery industry random sequence based on overall merit
CN110489078B (en) * 2019-08-16 2021-05-25 兆讯恒达科技股份有限公司 Self-checking method of random number generator
JP2022098951A (en) * 2020-12-22 2022-07-04 ソニーセミコンダクタソリューションズ株式会社 Random number tester and random number testing method

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Publication number Priority date Publication date Assignee Title
US4355366A (en) * 1980-11-28 1982-10-19 Ncr Corporation Circuitry for minimizing auto-correlation and bias in a random number generator
US4590601A (en) * 1984-12-24 1986-05-20 Gte Communication Systems Corporation Pseudo random framing detector circuit
US5754603A (en) * 1995-08-03 1998-05-19 Northern Telecom Limited Pseudo random number sequence synchronization in communications systems
US6130602A (en) * 1996-05-13 2000-10-10 Micron Technology, Inc. Radio frequency data communications device
US6675126B2 (en) * 2001-03-27 2004-01-06 Kabushiki Kaisha Toyota Chuo Kenkyusho Method, computer program, and storage medium for estimating randomness of function of representative value of random variable by the use of gradient of same function

Also Published As

Publication number Publication date
US20030158875A1 (en) 2003-08-21
EP1479000A2 (en) 2004-11-24
DE60328965D1 (en) 2009-10-08
CN100480988C (en) 2009-04-22
JP2005518046A (en) 2005-06-16
US6947960B2 (en) 2005-09-20
WO2003071415A3 (en) 2004-06-17
EP1479000B1 (en) 2009-08-26
WO2003071415A2 (en) 2003-08-28
CN1636184A (en) 2005-07-06
AU2003202736A1 (en) 2003-09-09

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